Tianyi Liu

1. Hydrogen peroxide sensor HPCA1 is an LRR receptor kinase in Arabidopsis
   2020/02/19 by Feihua Wu, Fei-Hua Wu, Yuan Chi +34 · 13 citations
   Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Photosynthetic Processes and Mechanisms #Plant Stress Responses and Tolerance #Plant-Microbe Interactions and Immunity
2. InstructCoder: Instruction Tuning Large Language Models for Code Editing
   2023/10/31 by Kaixin Li, Qisheng Hu, Li, Kaixin +13 · 10 citations
   Computer Science · #Software Engineering Research
3. Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks
   2023/05/23 by Tianyi Liu, Bryan Kian Hsiang Low, Liu, Tiedong +1 · 6 citations
   Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture
4. Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization
   2021/02/24 by Tianyi Liu, Yan Li, Liu, Tianyi +7 · 4 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Sparse and Compressive Sensing Techniques
5. Tag-assisted Multimodal Sentiment Analysis under Uncertain Missing Modalities
   2022/04/28 by Jiandian Zeng, Tianyi Liu, Zeng, Jiandian +3 · 4 citations
   Computer Science · Social Sciences · #Sentiment Analysis and Opinion Mining #Rough Sets and Fuzzy Logic #Advanced Computing and Algorithms
6. On Computation and Generalization of Generative Adversarial Imitation Learning
   2020/01/09 by Minshuo Chen, Yizhou Wang, Chen, Minshuo +11 · 1 citation
   Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Algorithms #Adversarial Robustness in Machine Learning
7. Bitstream-Corrupted Video Recovery: A Novel Benchmark Dataset and Method
   2023/09/25 by Tianyi Liu, Kejun Wu, Liu, Tianyi +9 · 3 citations
   Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
8. MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment
   2024/08/18 by Tianyi Liu, Zhaorui Tan, Liu, Tianyi +9 · 2 citations
   Neuroscience · Computer Science · #Brain Tumor Detection and Classification #Advanced Neural Network Applications #Medical Image Segmentation Techniques
9. Aligning Large Language Models with Implicit Preferences from User-Generated Content
   2025/06/04 by Zhaoxuan Tan, Zheng Li, Tan, Zhaoxuan +23 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining #Topic Modeling